Automated valvular heart disease detection using heart sound with a deep learning algorithm

Automated valvular heart disease detection using heart sound with a deep learning algorithm

Background: Insufficient clinicians' auscultation ability delays the diagnosis and treatment of valvular heart disease (VHD); artificial intelligence provides a solution to compensate for the insufficiency in auscultation ability by distinguishing between heart murmurs and normal heart sounds....

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Bibliographic Details
Main Authors: Zihan Jiang, Wenhua Song, Yonghong Yan, Ao Li, Yujing Shen, Shouda Lu, Tonglian Lv, Xinmu Li, Ta Li, Xueshuai Zhang, Xun Wang, Yingjie Qi, Wei Hua, Min Tang, Tong Liu
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:International Journal of Cardiology: Heart & Vasculature
Subjects:
Machine learning
Neural networks
Valvular heart disease
Heart sound
Physical examination
Online Access:http://www.sciencedirect.com/science/article/pii/S2352906724000344

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http://www.sciencedirect.com/science/article/pii/S2352906724000344

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